Automatic Parking Lot Occupancy Computation Using Motion Tracking

被引：0

作者：

Justo, Francisco ^{[1
]}

Kalva, Hari ^{[1
]}

Raviv, Daniel ^{[1
]}

机构：

[1] Florida Atlantic Univ, Dept Comp Sci & Engn, Boca Raton, FL 33431 USA

来源：

VIDEO SURVEILLANCE AND TRANSPORTATION IMAGING APPLICATIONS 2014 | 2014年 / 9026卷

关键词：

Motion tracking; parking lot; computer vision; H.264;

D O I：

10.1117/12.2039660

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Nowadays it is very hard to find available spots in public parking lots and even harder in public facilities such as universities and sports venues. A system that provides drivers with parking availability and parking lot occupancy will allow users find a parking space much easier and faster. This paper presents a system for automatic parking lot occupancy computation using motion tracking. Methods for complexity reduction are presented. The system showed approximately 96% accuracy in determining parking lot occupancy. We showed that by optimizing the resolution and bitrate of the input video, we can reduce the complexity by 70% and still achieved over 90% of accuracy. The results showed that high quality video is not necessary for the proposed algorithm to obtain accurate results.

引用

页数：8

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